Merge branch 'main' into fix/mcp-decision-persistence-and-graph-tools

2026-08-29 04:26:20 +00:00 · 2026-08-24 18:01:07 +05:30
parent f454c48929 7da3519ca7
commit 1452dab5fa
54 changed files with 454 additions and 396 deletions
@@ -69,5 +69,5 @@ If you have ideas on how this could be implemented, please share.

 ---

-**Note**: For feature requests that are ready to be implemented, consider creating a [Feature Request issue](https://github.com/Hawksight-AI/semantica/issues/new?template=feature_request.md) instead.
+**Note**: For feature requests that are ready to be implemented, consider creating a [Feature Request issue](https://github.com/semantica-agi/semantica/issues/new?template=feature_request.md) instead.

@@ -46,8 +46,8 @@ If applicable, paste any error messages or describe unexpected behavior:

 ## Checklist

- [ ] I have searched existing [discussions](https://github.com/Hawksight-AI/semantica/discussions) and [issues](https://github.com/Hawksight-AI/semantica/issues)
- [ ] I have checked the [documentation](https://github.com/Hawksight-AI/semantica/tree/main/docs) and [FAQ](https://github.com/Hawksight-AI/semantica/blob/main/docs/faq.md)
+- [ ] I have searched existing [discussions](https://github.com/semantica-agi/semantica/discussions) and [issues](https://github.com/semantica-agi/semantica/issues)
+- [ ] I have checked the [documentation](https://github.com/semantica-agi/semantica/tree/main/docs) and [FAQ](https://github.com/semantica-agi/semantica/blob/main/docs/faq.md)
 - [ ] I have provided a minimal code example (if applicable)
 - [ ] I have included error messages (if applicable)
 - [ ] I have provided environment details
@@ -1,3 +1,3 @@
 # Funding options for Semantica
-github: Hawksight-AI
+github: semantica-agi

@@ -1,8 +1,8 @@
 blank_issues_enabled: true
 contact_links:
  - name: 📚 Documentation
-    url: https://github.com/Hawksight-AI/semantica/tree/main/docs
+    url: https://github.com/semantica-agi/semantica/tree/main/docs
    about: Browse the documentation
  - name: 💬 Discussions
-    url: https://github.com/Hawksight-AI/semantica/discussions
+    url: https://github.com/semantica-agi/semantica/discussions
    about: Ask questions and discuss with the community
@@ -3,31 +3,31 @@
 ## Getting Help

 ### 📚 Documentation
-Check the [docs folder](https://github.com/Hawksight-AI/semantica/tree/main/docs) and [README](https://github.com/Hawksight-AI/semantica/blob/main/README.md) for guides and examples.
+Check the [docs folder](https://github.com/semantica-agi/semantica/tree/main/docs) and [README](https://github.com/semantica-agi/semantica/blob/main/README.md) for guides and examples.

 ### 💬 Community Support
- **GitHub Discussions**: [Ask questions](https://github.com/Hawksight-AI/semantica/discussions)
+- **GitHub Discussions**: [Ask questions](https://github.com/semantica-agi/semantica/discussions)
 - **Discord**: Join our [Discord server](https://discord.gg/sV34vps5hH) for real-time chat

 ### 💭 Discussions
-Join the conversation on [GitHub Discussions](https://github.com/Hawksight-AI/semantica/discussions):
+Join the conversation on [GitHub Discussions](https://github.com/semantica-agi/semantica/discussions):
 - **Q&A**: Ask questions and get help from the community
 - **Ideas**: Share feature requests and suggestions
 - **Show and Tell**: Showcase your projects and use cases
 - **General**: General discussions about Semantica

 ### 🐛 Bug Reports
-Found a bug? [Create an issue](https://github.com/Hawksight-AI/semantica/issues/new/choose)
+Found a bug? [Create an issue](https://github.com/semantica-agi/semantica/issues/new/choose)

 ### 📖 Resources
- [Quick Start Guide](https://github.com/Hawksight-AI/semantica/blob/main/docs/quickstart.md)
- [FAQ](https://github.com/Hawksight-AI/semantica/blob/main/docs/faq.md)
- [Cookbook Examples](https://github.com/Hawksight-AI/semantica/tree/main/cookbook)
+- [Quick Start Guide](https://github.com/semantica-agi/semantica/blob/main/docs/quickstart.md)
+- [FAQ](https://github.com/semantica-agi/semantica/blob/main/docs/faq.md)
+- [Cookbook Examples](https://github.com/semantica-agi/semantica/tree/main/cookbook)

 ## Commercial Support

 For enterprise support, custom development, or consulting services:
- Contact us through [GitHub Issues](https://github.com/Hawksight-AI/semantica/issues)
+- Contact us through [GitHub Issues](https://github.com/semantica-agi/semantica/issues)
 - Include "Commercial Support" in the title

 ## Sponsorship
@@ -35,7 +35,7 @@ For enterprise support, custom development, or consulting services:
 ### Sponsor this project

 Support Semantica development:
- [GitHub Sponsors](https://github.com/sponsors/Hawksight-AI)
+- [GitHub Sponsors](https://github.com/sponsors/semantica-agi)

 Your sponsorship helps us:
 - Maintain and improve the framework
@@ -1531,4 +1531,4 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0

 ---

-For detailed release notes, see [GitHub Releases](https://github.com/Hawksight-AI/semantica/releases).
+For detailed release notes, see [GitHub Releases](https://github.com/semantica-agi/semantica/releases).
@@ -58,7 +58,7 @@ representative at an online or offline event.

 Instances of abusive, harassing, or otherwise unacceptable behavior may be
 reported to the community leaders responsible for enforcement through
-[GitHub Issues](https://github.com/Hawksight-AI/semantica/issues) with "[CoC]" prefix.
+[GitHub Issues](https://github.com/semantica-agi/semantica/issues) with "[CoC]" prefix.
 All complaints will be reviewed and investigated promptly and fairly.

 All community leaders are obligated to respect the privacy and security of the
@@ -44,7 +44,7 @@ We recognize all types of contributions:
 All contributors are recognized in:

 - This contributors list
- [GitHub contributors page](https://github.com/Hawksight-AI/semantica/graphs/contributors)
+- [GitHub contributors page](https://github.com/semantica-agi/semantica/graphs/contributors)
 - Release notes for significant contributions
 - Community appreciation

@@ -54,7 +54,7 @@ All contributors are recognized in:

 ### Automatic Recognition

-If you've made a commit, you'll automatically appear in [GitHub's contributors graph](https://github.com/Hawksight-AI/semantica/graphs/contributors).
+If you've made a commit, you'll automatically appear in [GitHub's contributors graph](https://github.com/semantica-agi/semantica/graphs/contributors).

 ### Using All-Contributors Bot

@@ -111,4 +111,4 @@ Every contribution, no matter how small, helps make Semantica better. Thank you

 **Want to contribute?** 

-⭐ Give us a Star • 🍴 [Fork us](https://github.com/Hawksight-AI/semantica/fork) • Check out our [Contributing Guide](CONTRIBUTING.md) to get started!
+⭐ Give us a Star • 🍴 [Fork us](https://github.com/semantica-agi/semantica/fork) • Check out our [Contributing Guide](CONTRIBUTING.md) to get started!
@@ -1,6 +1,6 @@
 MIT License

-Copyright (c) 2026 Hawksight AI
+Copyright (c) 2026 Semantica

 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -1596,6 +1596,23 @@ See [CONTRIBUTING.md](CONTRIBUTING.md) for full guidelines.

 ---

+## Cite Us
+
+If you use Semantica in your research or production systems, please cite it as:
+
+```bibtex
+@software{semantica2026,
+  title  = {Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems},
+  author = {Semantica},
+  year   = {2026},
+  url    = {https://github.com/semantica-agi/semantica}
+}
+```
+
+All citation formats (APA, MLA, Chicago, IEEE) live on the [Citation](https://docs.getsemantica.ai/citation) page — every format attributes authorship to **Semantica**, not individual contributors.
+
+---
+
 <div align="center">

 MIT License · Built by [Semantica](https://github.com/semantica-agi)
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/01_Advanced_Extraction.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/01_Advanced_Extraction.ipynb)\n",
    "\n",
    "# Advanced Extraction\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/03_Complete_Visualization_Suite.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/03_Complete_Visualization_Suite.ipynb)\n",
    "\n",
    "# Complete Visualization Suite\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/05_Multi_Format_Export.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/05_Multi_Format_Export.ipynb)\n",
    "\n",
    "# Advanced Multi-Format Export\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/08_Reasoning_and_Inference.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/08_Reasoning_and_Inference.ipynb)\n",
    "\n",
    "# Reasoning and Inference\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/09_Semantic_Layer_Construction.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/09_Semantic_Layer_Construction.ipynb)\n",
    "\n",
    "# Semantic Layer Construction\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/10_Temporal_Knowledge_Graphs.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/10_Temporal_Knowledge_Graphs.ipynb)\n",
    "\n",
    "# Deep Dive: Temporal Knowledge Graphs\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/12_Unstructured_to_Ontology.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/12_Unstructured_to_Ontology.ipynb)\n",
    "\n",
    "# Unstructured Text to Ontology\n",
    "\n",
@@ -18,7 +18,7 @@
   "id": "cell-0",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/13_Manual_Ontology_Snowflake_Mapping.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/13_Manual_Ontology_Snowflake_Mapping.ipynb)\n",
    "\n",
    "# Manual Ontology + Snowflake Mapping\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/14_Datalog_Style_Reasoning.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/14_Datalog_Style_Reasoning.ipynb)\n",
    "\n",
    "# Datalog-Style Reasoning\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/Advanced_Vector_Store_and_Search.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/Advanced_Vector_Store_and_Search.ipynb)\n",
    "\n",
    "# Advanced Vector Store - Made Easy\n",
    "\n",
@@ -352,7 +352,7 @@
    "- Build a multi-user application\n",
    "- Explore the [introduction notebook](../introduction/13_Vector_Store.ipynb) for more basics\n",
    "\n",
-    "**Need Help?** Check our [documentation](https://semantica.readthedocs.io) or ask on [GitHub](https://github.com/Hawksight-AI/semantica)."
+    "**Need Help?** Check our [documentation](https://semantica.readthedocs.io) or ask on [GitHub](https://github.com/semantica-agi/semantica)."
   ]
  }
 ],
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/01_Welcome_to_Semantica.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/01_Welcome_to_Semantica.ipynb)\n",
    "\n",
    "Semantica is a **semantic intelligence and knowledge engineering framework**. It helps you:\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/02_Data_Ingestion.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/02_Data_Ingestion.ipynb)\n",
    "\n",
    "# Data Ingestion - Comprehensive Guide\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/04_Document_Parsing.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/03_Document_Parsing.ipynb)\n",
    "\n",
    "# Document Parsing\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/05_Data_Normalization.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/04_Data_Normalization.ipynb)\n",
    "\n",
    "# Data Normalization\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/05_Entity_Extraction.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/05_Entity_Extraction.ipynb)\n",
    "\n",
    "#  Entity Extraction - Comprehensive Guide\n",
    "\n",
@@ -622,7 +622,7 @@
    "\n",
    "---\n",
    "\n",
-    "**Questions or Issues?** Check out our [GitHub repository](https://github.com/Hawksight-AI/semantica) or [documentation](https://semantica.readthedocs.io)."
+    "**Questions or Issues?** Check out our [GitHub repository](https://github.com/semantica-agi/semantica) or [documentation](https://semantica.readthedocs.io)."
   ]
  }
 ],
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/06_Relation_Extraction.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/06_Relation_Extraction.ipynb)\n",
    "\n",
    "#  Relation Extraction - Comprehensive Guide\n",
    "\n",
@@ -599,7 +599,7 @@
    "\n",
    "---\n",
    "\n",
-    "**Questions or Issues?** Check out our [GitHub repository](https://github.com/Hawksight-AI/semantica) or [documentation](https://semantica.readthedocs.io)."
+    "**Questions or Issues?** Check out our [GitHub repository](https://github.com/semantica-agi/semantica) or [documentation](https://semantica.readthedocs.io)."
   ]
  }
 ],
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/08_Building_Knowledge_Graphs.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/07_Building_Knowledge_Graphs.ipynb)\n",
    "\n",
    "# Building Knowledge Graphs\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/09_Your_First_Knowledge_Graph.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/08_Your_First_Knowledge_Graph.ipynb)\n",
    "\n",
    "# 🚀 Your First Knowledge Graph\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/11_Graph_Analytics.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/10_Graph_Analytics.ipynb)\n",
    "\n",
    "# Graph Analytics\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/11_Chunking_and_Splitting.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/11_Chunking_and_Splitting.ipynb)\n",
    "\n",
    "# Chunking and Splitting - Comprehensive Guide\n",
    "\n",
@@ -817,7 +817,7 @@
    "\n",
    "---\n",
    "\n",
-    "**Questions or Issues?** Check out our [GitHub repository](https://github.com/Hawksight-AI/semantica) or [documentation](https://semantica.readthedocs.io)."
+    "**Questions or Issues?** Check out our [GitHub repository](https://github.com/semantica-agi/semantica) or [documentation](https://semantica.readthedocs.io)."
   ]
  }
 ],
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/13_Embedding_Generation.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/12_Embedding_Generation.ipynb)\n",
    "\n",
    "# Embedding Generation\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/13_Vector_Store.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/13_Vector_Store.ipynb)\n",
    "\n",
    "# Vector Store - Comprehensive Guide\n",
    "\n",
@@ -492,7 +492,7 @@
    "\n",
    "---\n",
    "\n",
-    "**Questions or Issues?** Check out our [GitHub repository](https://github.com/Hawksight-AI/semantica) or [documentation](https://semantica.readthedocs.io)."
+    "**Questions or Issues?** Check out our [GitHub repository](https://github.com/semantica-agi/semantica) or [documentation](https://semantica.readthedocs.io)."
   ]
  }
 ],
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/14_Ontology.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/14_Ontology.ipynb)\n",
    "\n",
    "#  Ontology Generation \n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/15_Export.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/15_Export.ipynb)\n",
    "\n",
    "# Export Module - Comprehensive Guide\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/17_Visualization.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/16_Visualization.ipynb)\n",
    "\n",
    "# Visualization\n",
    "\n",
@@ -4,7 +4,7 @@
   "cell_type": "markdown",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/18_Deduplication.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/18_Deduplication.ipynb)\n",
    "\n",
    "# Deduplication in Semantica\n",
    "\n",
@@ -5,7 +5,7 @@
   "id": "c21e9c8d",
   "metadata": {},
   "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/19_Context_Module.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/19_Context_Module.ipynb)\n",
    "\n",
    "# Context Module — Practical Guide\n",
    "\n",
@@ -13,26 +13,25 @@ icon: "quote-left"
  <Tab title="BibTeX">
    ```bibtex
    @software{semantica2026,
-      title   = {Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems},
-      author  = {Semantica},
-      year    = {2026},
-      url     = {https://github.com/semantica-agi/semantica},
-      version = {0.6.6},
-      doi     = {10.5281/zenodo.XXXXXXX}
+      title  = {Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems},
+      author = {Semantica},
+      year   = {2026},
+      url    = {https://github.com/semantica-agi/semantica},
+      doi    = {10.5281/zenodo.XXXXXXX}
    }
    ```
  </Tab>
  <Tab title="APA">
-    Semantica. (2026). *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems* (Version 0.6.6) \[Computer software\]. https://github.com/semantica-agi/semantica
+    Semantica. (2026). *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems* \[Computer software\]. https://github.com/semantica-agi/semantica
  </Tab>
  <Tab title="MLA">
-    Semantica. *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems*. Version 0.6.6, GitHub, 2026, https://github.com/semantica-agi/semantica.
+    Semantica. *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems*. GitHub, 2026, https://github.com/semantica-agi/semantica.
  </Tab>
  <Tab title="Chicago">
-    Semantica. *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems*. Version 0.6.6. GitHub, 2026. https://github.com/semantica-agi/semantica.
+    Semantica. *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems*. GitHub, 2026. https://github.com/semantica-agi/semantica.
  </Tab>
  <Tab title="IEEE">
-    Semantica, "Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems," Version 0.6.6, GitHub, 2026. \[Online\]. Available: https://github.com/semantica-agi/semantica
+    Semantica, "Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems," GitHub, 2026. \[Online\]. Available: https://github.com/semantica-agi/semantica
  </Tab>
 </Tabs>

@@ -80,6 +80,6 @@ Deep dive into advanced features, customization, and complex workflows.
  You can also run the cookbook using Docker:

  ```bash
-  docker run -p 8888:8888 hawksight/semantica-cookbook
+  docker run -p 8888:8888 semantica/semantica-cookbook
  ```
 </Tip>
@@ -4,12 +4,12 @@ description: "Project governance model: roles, decision process, release cadence
 icon: "scale-balanced"
 ---

-> Semantica is maintained by Hawksight AI with community contributions under an open governance model.
+> Semantica is maintained by the Semantica team with community contributions under an open governance model.


 ## Roles

- **Maintainers** — Hawksight AI team: review and merge PRs, manage releases and code quality, set project direction and community standards.
+- **Maintainers** — Semantica team: review and merge PRs, manage releases and code quality, set project direction and community standards.
 - **Contributors** — Submit code, documentation, and bug reports. Help with issues and reviews. Recognized in [CONTRIBUTORS.md](https://github.com/semantica-agi/semantica/blob/main/CONTRIBUTORS.md).
 - **Community Members** — Use Semantica, provide feedback, share use cases, and participate in GitHub Discussions and Discord.

@@ -12,7 +12,7 @@ icon: "file-contract"
 ```
 MIT License

-Copyright (c) 2026 Hawksight AI
+Copyright (c) 2026 Semantica

 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -53,7 +53,7 @@ plugins/
 ## Prerequisites

 ```bash
-git clone https://github.com/Hawksight-AI/semantica.git
+git clone https://github.com/semantica-agi/semantica.git
 cd semantica
 pip install semantica        # Python 3.10+
 ```
@@ -1,8 +1,8 @@
 {
  "name": "semantica-local",
  "owner": {
-    "name": "Hawksight AI",
-    "url": "https://github.com/Hawksight-AI/semantica"
+    "name": "Semantica",
+    "url": "https://github.com/semantica-agi/semantica"
  },
  "plugins": [
    {
@@ -5,8 +5,8 @@
  "author": {
    "name": "Semantica Contributors"
  },
-  "homepage": "https://github.com/Hawksight-AI/semantica",
-  "repository": "https://github.com/Hawksight-AI/semantica",
+  "homepage": "https://github.com/semantica-agi/semantica",
+  "repository": "https://github.com/semantica-agi/semantica",
  "license": "MIT",
  "keywords": [
    "semantica",
@@ -6,8 +6,8 @@
  "author": {
    "name": "Semantica Contributors"
  },
-  "homepage": "https://github.com/Hawksight-AI/semantica",
-  "repository": "https://github.com/Hawksight-AI/semantica",
+  "homepage": "https://github.com/semantica-agi/semantica",
+  "repository": "https://github.com/semantica-agi/semantica",
  "license": "MIT",
  "keywords": [
    "semantica",
@@ -5,8 +5,8 @@
  "author": {
    "name": "Semantica Contributors"
  },
-  "homepage": "https://github.com/Hawksight-AI/semantica",
-  "repository": "https://github.com/Hawksight-AI/semantica",
+  "homepage": "https://github.com/semantica-agi/semantica",
+  "repository": "https://github.com/semantica-agi/semantica",
  "license": "MIT",
  "keywords": [
    "semantica",
@@ -6,8 +6,8 @@
  "author": {
    "name": "Semantica Contributors"
  },
-  "homepage": "https://github.com/Hawksight-AI/semantica",
-  "repository": "https://github.com/Hawksight-AI/semantica",
+  "homepage": "https://github.com/semantica-agi/semantica",
+  "repository": "https://github.com/semantica-agi/semantica",
  "license": "MIT",
  "keywords": [
    "semantica",
@@ -6,8 +6,8 @@
  "author": {
    "name": "Semantica Contributors"
  },
-  "homepage": "https://github.com/Hawksight-AI/semantica",
-  "repository": "https://github.com/Hawksight-AI/semantica",
+  "homepage": "https://github.com/semantica-agi/semantica",
+  "repository": "https://github.com/semantica-agi/semantica",
  "license": "MIT",
  "keywords": [
    "semantica",
@@ -6,8 +6,8 @@
  "author": {
    "name": "Semantica Contributors"
  },
-  "homepage": "https://github.com/Hawksight-AI/semantica",
-  "repository": "https://github.com/Hawksight-AI/semantica",
+  "homepage": "https://github.com/semantica-agi/semantica",
+  "repository": "https://github.com/semantica-agi/semantica",
  "license": "MIT",
  "keywords": [
    "semantica",
@@ -6,8 +6,8 @@
  "author": {
    "name": "Semantica Contributors"
  },
-  "homepage": "https://github.com/Hawksight-AI/semantica",
-  "repository": "https://github.com/Hawksight-AI/semantica",
+  "homepage": "https://github.com/semantica-agi/semantica",
+  "repository": "https://github.com/semantica-agi/semantica",
  "license": "MIT",
  "keywords": [
    "semantica",
@@ -6,8 +6,8 @@
  "author": {
    "name": "Semantica Contributors"
  },
-  "homepage": "https://github.com/Hawksight-AI/semantica",
-  "repository": "https://github.com/Hawksight-AI/semantica",
+  "homepage": "https://github.com/semantica-agi/semantica",
+  "repository": "https://github.com/semantica-agi/semantica",
  "license": "MIT",
  "keywords": [
    "semantica",
@@ -581,179 +581,179 @@ chardet==7.5.1 \
    --hash=sha256:f22396ad419f1e78594057e200aa7253be56840f5b04d07b86ccecd99e09c068 \
    --hash=sha256:fad6fbc154113e3b17bb757c34b21477e4b6d69fdd4ce51ff2b3f29a42f08b5b
    # via semantica (pyproject.toml)
-charset-normalizer==3.5.0 \
-    --hash=sha256:054420b5db984971d886e5e4e2c37c760ae6682aedbd066687ff0949d9ed5f08 \
-    --hash=sha256:06f4fb62a9139bef056b8b2da6773c94c2f259f90e4b8e53b166f3d0372d7cf6 \
-    --hash=sha256:076cf9d3f3c7e410295c09d96355cf3b1bcae74990034d80e4371e20fe1ba4c6 \
-    --hash=sha256:07f6f42b5a6325df35b458004fb5f9f29bf502d89287a33c7cdef3590e31de0f \
-    --hash=sha256:0b2e44e6d42d1a4ff78ccc219a93c5449105d10b16198d1aea581080df8073f9 \
-    --hash=sha256:0b373bab0b867b68b8eb249da9478cab9181a42993437cd2f5dba5fb0b4fbd1b \
-    --hash=sha256:0c8953d9d1617794cfc40d81179571c9ba3805dd029623a15c93f1fb70e60a74 \
-    --hash=sha256:0cce46dd29d73e135e8087b96eb62a4aca6d69391b7f97808c6588ebed3178f3 \
-    --hash=sha256:0dfe83c1b4d00abbf433998117a14f56a5c2bc68226c0d331709eed0d1ce539b \
-    --hash=sha256:0f211c21aa316cb6e2662e54a1194633a79d98a50a876addacfce7ba5b34b09f \
-    --hash=sha256:0f76dc0a47f94cb9b69d86f01e477f4b0371ca70208b9ccea7e063c41eed9046 \
-    --hash=sha256:125ee619611019471b177c70bc3e9d4cda9fad7e01d93523501d3b188df0193a \
-    --hash=sha256:1328cc57dd4372be1265f68232cee890e087416e3e6e93e6ffb32c2bad4d36a4 \
-    --hash=sha256:143792a43e06dc3b27fc891948406e251502dc19ff9216cd80182b79131be5c5 \
-    --hash=sha256:14f6904a3cf870abf044df3a8c4924ac6c8ef77e9896586fd37e73ae96cff2af \
-    --hash=sha256:168a0cb536b5123a77bc42ecf5e0bf6f923d0d9ae43c42a14eb0677c19ac6c19 \
-    --hash=sha256:17a0fd0e23961c2c017372e37aabc7ca8fceb9e10ad898977dfb40ad3927baae \
-    --hash=sha256:17db18db9a1374d5b9d9a3252f980b4243b0b4efd1df03fac78bb587f6ce98cd \
-    --hash=sha256:196e270c4e80827b5072eed7d6aa661d133afada94fe366669f9609e718d305e \
-    --hash=sha256:19e52bda45086df8a4be4bb5910af6f5d9d3b538c78712c8ae09ef10b85bf458 \
-    --hash=sha256:1a573e1e428f93908e79e04b349717f400e720f2f82285f0aaaf3ee0ff7f4c79 \
-    --hash=sha256:1c010dd86d3f4c4433c9634d33ce8147393b270dfa54f217f965540b8ae8e075 \
-    --hash=sha256:1cdfed4d7a59333c8220c67dd3be4e7a6c887b67453a64394022dcc919570add \
-    --hash=sha256:1d366548d2ee28a8cfdcc4296363978cc644a728333be9824d2de4652e83df0a \
-    --hash=sha256:1f56ce84b317ef2a59d7d3461891c7597c79247d2192bb8114c68a1a1debfcc0 \
-    --hash=sha256:1f99a8c3a1da5d955edbad18208b3d627bdd54c48a6e739fa877bdca98c686d6 \
-    --hash=sha256:2080aa129a28267984cdc902898993d788c995c384e285d0d19199f56760d52e \
-    --hash=sha256:22a1889f1c9b752c63c36758a0c2145458e3cadb20fced7a0790002e9dd12b26 \
-    --hash=sha256:2401f7671242e921e604f609d429f6b282ea4ca787a6ffd22ed7372011ddb9d1 \
-    --hash=sha256:2403b489c103e9a18c835863fc6dd54361355c8291d4cafdb37492b683440b9b \
-    --hash=sha256:2df26d4134948616be0ece05d0b24d621d3990f37147b5883c52052b613ef1f5 \
-    --hash=sha256:301bfc4877c4f4f62b344235ecc58d06c901683801636eef819f88769c315ba2 \
-    --hash=sha256:30ae26a1adcd943690dcbbc47f28be762bae9e08ad7442b78c86b1c0dd5a626c \
-    --hash=sha256:3288a560dc3114d5d2ebe309b1ef43f8af355eafe25856832415c2a8196c9db3 \
-    --hash=sha256:32e6d56dd825205f81e5c45bcebb4df6a11fb2bbf4969a01ef156d6ced90c224 \
-    --hash=sha256:3418edd0ecb72a0a3861cf72f31be0ad9b7fe338ce2b58fb5cc80b9aeb792700 \
-    --hash=sha256:3587d94b5c9f05c2dc4c3f3d47aba6375ff141a21adae3051d8d4d53e8a937c0 \
-    --hash=sha256:3684ebbdffd51329ac44245d1d227d90b965797aa1a8abd026568a1f6ae88811 \
-    --hash=sha256:368eb2fc9482158b3a3386e8f01fa61f479c968e9a19ceab8f0188b86b312991 \
-    --hash=sha256:38a395079f229a631dece74e24c69c1f612536dd51f345a7d6a98abe2d3e047a \
-    --hash=sha256:3b08ebf9488c7ff5eff038e48e6ea938178dfd9dcc8598b5ca941e4ae27b20be \
-    --hash=sha256:3bfbe543d957213fc9a3db4979a8e171b7aa7504c1d737029defdb03a6095a38 \
-    --hash=sha256:3cfdab178a4add5483e26a9bb1c16d8018ccf39b4be7a3aea6c3979e6828f2ee \
-    --hash=sha256:3d00e18e7bbf47e332ab63903d18bae31efc701b1d8cca0382b97784a621fc44 \
-    --hash=sha256:401ea6e7af9e7852ed818f64714b579c1935482049670847ca3bd7ba45dc63fb \
-    --hash=sha256:420b19411959eec115063229536788e6b32d0a7fa907d6b940317919120d702d \
-    --hash=sha256:4253da1b4456b633651a8d59eb1dc7a8a8fa38241014dd7c217b353e547ae394 \
-    --hash=sha256:4346a693c08b1d0cfc0e3325bfb0ecd4322fb1a6904d68cf416f8da5e981b234 \
-    --hash=sha256:478650a70a750d75d5add401606c77f77069c32e4ba2c9131dc6cee566962ca0 \
-    --hash=sha256:48920bf6fe83eb2226756ac623fa54940487154eb18f80889d5735cf234965c0 \
-    --hash=sha256:49bd5feb59b0bf3cbf6ebcf4352e371c95b9da9bacd4449f8b64d0ad2c10a26e \
-    --hash=sha256:4c440122e1ea68b1f8b44a631ebf49c39180f6869b1da22d76e8a724208ec6e9 \
-    --hash=sha256:4ebebb410bc517e1d284c52a123e82704b21e4e7e26a21ebecf7439d0647b8a3 \
-    --hash=sha256:527e28a5e751d9e11369b9c5f9ab35c748eb9c109101920c7deb40d6eadf8d03 \
-    --hash=sha256:54c963ce6404e52255b737e8a06d356fc762d59096ae566203a67cf2b7d050f2 \
-    --hash=sha256:562d24ca7797c1af8852994950c2e623a907b201fc4b0ed29e92af173d3828ca \
-    --hash=sha256:5780a29823e1d2bec69b7a104ead4195a43f3e97782efaedbf1f79a0157af715 \
-    --hash=sha256:58ca5dc0a0ef99f2801ec0574214c978e9574055bc783830bbb6e7433218609f \
-    --hash=sha256:5a4ee37248dfac25107c758bda99d545ce73e60b44d2dd39e4a2bb9f2831e9f5 \
-    --hash=sha256:5a54587f93f2e289f8faf25b35c997d4cc75cf677485ac6f50c985715989f99c \
-    --hash=sha256:5b81980668800dd1c69faad8aea6e85a8cee0e13bcd3bba7671695ff16260293 \
-    --hash=sha256:5c23fa4f6eccdd601949cb00f3988c01d64e671d8faba356397971077022e144 \
-    --hash=sha256:5e68229977b2dea28e7061c0c0630a23f2f9f6e9c6fb38d77d3d6dbfe3768b74 \
-    --hash=sha256:5f51a19dc52197a20218b05ec5336d0c6b3b09935f838724722032c8d45dc91a \
-    --hash=sha256:606a86c1c3196f3738de39a67a7490bbd61cb31c0e0436070bd0c6a48170b38e \
-    --hash=sha256:6083d10a846218502d664375b9448508d9fa580bd834567423156c6abfbe899d \
-    --hash=sha256:608553f476fca509537e804c4a71f5eb166ce63b75141f89c2c686ce1aa36956 \
-    --hash=sha256:63ea0cc840c66670183578c2630d138c0e944aeadfc33f25173ee240f5db780d \
-    --hash=sha256:6753de11eef42f1c321b26d682957d92c7f7bbce6530f34bbe0f9291dd37cc6f \
-    --hash=sha256:68b7e84ae8239a94f8d2c8f3f3a3a81bcde54805ec8f42a34de927d155688ec6 \
-    --hash=sha256:69d647cf158eb6bc9c99503292abed1f2079a2de5859f06a403f8aee6417475d \
-    --hash=sha256:6abb1f356fb865baeb6ebc3fadd843e9a96fbf49b9adcca55037f3cceccb7438 \
-    --hash=sha256:6c06875a1d4a7537bef70f659b55c6b55b9a47ec3ba8f2db610350c2d9915e6e \
-    --hash=sha256:6c57af4084c10cb3286688d65e4c654190ff5edcbc2411d08cdca0a8a44c59a1 \
-    --hash=sha256:6c95450fce59f00c6d08eff6572ec2e736e5054c9450253afd5748f8416f2eb9 \
-    --hash=sha256:6da562a20a49673fe365b05750e98d03bb2c5f8b8d03562b014c1abb3df739f1 \
-    --hash=sha256:6e44bc2780516b3df986d6fe33103c7080cd9dcd5576fe3cb4b0f64309c8f22b \
-    --hash=sha256:70ff1c16eb0eb5ee6bb12739292347f981a5ba764cc4df1bc2e69b0405d4ac3b \
-    --hash=sha256:72982d9958a42f8132bf2d6b90214ed66477295ef1188731f98ae3511c6eeb5a \
-    --hash=sha256:74892fe9f33d204860e782e0a2030bb39f9f0af1e7a24f7d5a5b632df311f655 \
-    --hash=sha256:75e243abbb528c1a774390ed71e3f868a9f37b1373442e4bbadd401cfc505ff4 \
-    --hash=sha256:7cdded069549b5eae3d5d9bb6c2e5bb4fe83f9b81863e2a193cd747bf197aebb \
-    --hash=sha256:7faa47b56070b3dd6f4898ed28528843ab130d53266cb9948d9b1f3bb1a5c5e8 \
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+    --hash=sha256:774d157f112367ff4abd29019f38f023c24e00e56edc7829c20e358a5a913ad8 \
+    --hash=sha256:77efcff2b23071c349402ac1066667a3d011f62398d81408c9b88ad991747c9e \
+    --hash=sha256:789b8982559ae28dad2356519f841655756cdcd96616410590ae0b17454ee64f \
+    --hash=sha256:7ac76cf9afd34929d76eb7fcb63be476a4853d8a96f0dcf2d0db68a0cbdf9885 \
+    --hash=sha256:7c0c10730342b0c9b35dd1d619beb8214e520bd96a1f870f452680b238aab3e0 \
+    --hash=sha256:823f82903d189af463d7df250ef1f7f696f3cee08cc8d91deb565e8d425f6506 \
+    --hash=sha256:838648accb3a7fd9803fd45c87bce8509648eb0c11bc34e216141300977244f2 \
+    --hash=sha256:854066be00447fa8de2ccbbe893e2ffc4b123ef16d897af794c1e18bd4a714b0 \
+    --hash=sha256:85d5855daafc240cc045c026d7a15fd198a09b0fc8ff6f5ecbb5297b509cb11e \
+    --hash=sha256:85de3134b5379856e323ba37c19c9256d39425f7b76a63af52b09fb4664c2e8f \
+    --hash=sha256:87e4f41d375c0b9be2fb5251aee4b8a689169e134535aed81bf085c3b647451e \
+    --hash=sha256:88ca277405c2d3b71c4e1c2ee0e7966e807bcba86a69d11e19ba199d18ae4491 \
+    --hash=sha256:88e85ab89cb822c1e635f51d6d32e488f94e002e70e2f492bdb8b945543f345a \
+    --hash=sha256:8ac8c94b6539074e0f40899301273ac8402b9b3e01c7b7ba269ff30340aaaf20 \
+    --hash=sha256:8fe532b3c966d1fb794e0698e4589d0444017ae77fc0b31edea13c0e35bcc449 \
+    --hash=sha256:9085f87b0e38a2b92b8923059b4e8789fe40d9279712d15dcc670048d77079af \
+    --hash=sha256:90b7481fb62fbe172c558bc6fd1c4c98d82004a54a7551f20e11ac9bf0b8708c \
+    --hash=sha256:92caef967d287a407085d61176fce4012b1dd62daed4eb6d5ceb26d3d2538712 \
+    --hash=sha256:9362dd90aa7dab48c0054a21187791ccf05473f7dba5d92b8033ae62164675e7 \
+    --hash=sha256:94d78ecec2605a8d0398b0f365d5f12a63248438516f5dac536a5eff7337df4a \
+    --hash=sha256:94fbf1c0c6cc0d3d5e50f9a9313a8cdca90dd696d34b381cd1704f8c9e939f20 \
+    --hash=sha256:950f23cb393f85543777b0433f082cddd25b51ab398eac7971146495679efe5f \
+    --hash=sha256:96eefc178f8636b9c760c5829345307fd81cfae9ab1e80997dbddeb0f54ee9a3 \
+    --hash=sha256:96fef3e886d6a9874b14f27fc193fbdc69d5d8035783d86aa4e1cea594e695f9 \
+    --hash=sha256:977cdbd483a9cff38179bea4fd754289a6f2195c7abd414aba85410b3e66cc5e \
+    --hash=sha256:978eab16f55b4ab2c2a745be9a0a840bf8f09a7f227d9c76eb30214d078865a5 \
+    --hash=sha256:994e883d17c559cdfd38c84003c8b27d25424a1077272a17e7cd27bfe0bf57b2 \
+    --hash=sha256:9ac4444d8d4fd4c4bd08bf451ed3167aa9e7ec6cdb41b648794f1d1103652e36 \
+    --hash=sha256:9b5db6052055d34d41230fb78d7c439c23dc536a9896f6cb039e8dd92cfc1263 \
+    --hash=sha256:9d9a0dc7cbe9bec24c3f767c9122c41fe5a1bc43f47cd099d00d393e09769de4 \
+    --hash=sha256:9dbdd9205662134957cf0c324f639bdc5031c0ca056e2369e238db75187c0f11 \
+    --hash=sha256:9eea3ab2597a5e65fe65296e2d6a84570845a6b55532d90333d740d48bbc850a \
+    --hash=sha256:a2028475ba855475b8b4d3cfeb4994269c967aea8b9892dfba907f4263a863a3 \
+    --hash=sha256:a3a370082ce34d0612f421e15fe011c53bb1feff21a26d06ad4fb244dab5a375 \
+    --hash=sha256:a545775cfe815855ea32d7c27731d79da358ef2055b4a25830231b1622dd18aa \
+    --hash=sha256:a5cbd90ecf0fc62e64726917ad083b73001f0563657a87ec3c0b504e277dc90d \
+    --hash=sha256:a6d095662e73e74f0a49988e0593373e243e3a52e27bfeea0a859e88acf4a0f5 \
+    --hash=sha256:a6dac12ff6b846103483683f60c5f8fee205121adc58ffd87e90a90a3af69e99 \
+    --hash=sha256:a951ad59cad9145664a730d3036b40b844e74d2d3683da40111463cd3a83845d \
+    --hash=sha256:aa1099b956fb795e686d073568f6dc002a0bb89765ea6d5b055dd7d9bf1b116c \
+    --hash=sha256:aa2bb0b37202dca27175591f761108b5d34096ade1191ffe4808bdf6b1571488 \
+    --hash=sha256:aae2ee51122d3ae968a3837d97dc24a0aeebb0dea23694422cd172bd30017cd6 \
+    --hash=sha256:ab743e9bc90c1f73552ec33e10e3331315acd2c397b36065b591b0181de533cc \
+    --hash=sha256:ac00177c4831ffa650f8609e4bdddd5fe09c03b1c0c47acece7e6ea20421598b \
+    --hash=sha256:ac13b004224fb341e1e25a1ed5e19d32f57cdb2a403e01f003b46f051a550f6f \
+    --hash=sha256:acaf604462bf330b0d07e7a07c1d6e4adac79e5fb13e9c5140590542cafacc00 \
+    --hash=sha256:ae31a1a1db2ee6cc2942fccaf695c934bc7f3db9f2133a3fef1f367cf1a4ab10 \
+    --hash=sha256:ae4a097991662cd4fff0ddc74e0fe7874f82e00042fa0ea00855645ed0c79598 \
+    --hash=sha256:aea996a6aba25260827c9ea511d1addfde2da9eb686ac961838509086188b7e6 \
+    --hash=sha256:b39b69b347e5e47a3b5b8cfc005c68c1ba347474e3960236c4944a8ecd174962 \
+    --hash=sha256:b54e7e13267d49ffbfe68e25b3cbd774dab38fa37238f71265e91b36146eb21c \
+    --hash=sha256:b9af956078716df40d985fb0dfeb2c2120c5ca92ba4ff4b388acfd01cdc14d08 \
+    --hash=sha256:ba2f37ee79e6338845261a3c5b1784e5d1acdff2c0785b284f1b633033d136ab \
+    --hash=sha256:ba501e667c17d8411f98e67a022d9604ef179aff0e459b7e292c796837c13573 \
+    --hash=sha256:baf3775a2635e5a11fbd5e4e64ee69c7e86875d224a5c72aca4c141064589a90 \
+    --hash=sha256:bb57753e36e4855b8ca375069482250a6246372331a3e4f3407eaebb007443f5 \
+    --hash=sha256:bd6c173f04743d483881bffa1478d5a4624475b8cd1d2194956a75548e191c18 \
+    --hash=sha256:be47f99644b208bff7766314013f9acf57b056b04191d570d68ad14022cf5b1d \
+    --hash=sha256:c010f5581d9c612804cc59fcf7b524b707fbcb72828551237ab545bb5c7034af \
+    --hash=sha256:c1dcc36dcb96abc02236e182d17e0f71430152a6c2c7447421da2d2dc144edea \
+    --hash=sha256:c428c6c31eb5f4277d7f8eccaf767fbd548ddd5ce3c8b4f4cbbfab3d96b5904c \
+    --hash=sha256:c658c50ac0c98cd755a2dd50b7977d3bca7df401dcc47fbdfa87db53ef7d4e8b \
+    --hash=sha256:c71fb0d56c920c269cd3e2e3fe7c610e3f1fdb21a6ce60efa6430ff63676cea6 \
+    --hash=sha256:c7b742bf31c88566b4bb6335a7f393bb322e580b6bb98df7bd0c25e6e3519ce8 \
+    --hash=sha256:cc0329df4caaceb950d2f580b5ac716a377f7059624a0bafaeaf8a218c6ed774 \
+    --hash=sha256:cc5d36d96478aa9c60654bd932525bf32964c62a7281eafdf16d85003a8d6004 \
+    --hash=sha256:ce854f5f478050ade5a238731c4ca985a7d3b3cb53ff600a9b5c3b689b5f0a7a \
+    --hash=sha256:ced3fdd71aaa83ce593746c2edb42b7a59cb4c19c8b5c407781c72e493aae55a \
+    --hash=sha256:cee5dd7c6fb5dd52a0fe2a740f9bc6e3593f5f8b1788bde49de02086f30182b2 \
+    --hash=sha256:cfa1c0cc3a8f9f53f1243a5a99ac36fd003880199383b37672e86ddda9cb07e2 \
+    --hash=sha256:d1ee1e296209fdce05b81b663250eefa02213a2da7b41bf26f7829b8ba3545aa \
+    --hash=sha256:d59b75732e9b6f27388e10c14b0259cc5f2e48c78627d185e6a177b58ad3cffe \
+    --hash=sha256:d63600d620ad0064c3a748b950ac5ea38a80190e5498532efefa4b7b3f1da1f3 \
+    --hash=sha256:dd732602a7009217f658d5863d12d79d373a4de0eebc111094bcdd3bb8e0a6cc \
+    --hash=sha256:e06efa066f7dbadbc84ebc126a97c452a6451dfcf589d89d788484949e1cf795 \
+    --hash=sha256:e199fb99720074809a7720f1c0b4d919eea8b87e88713e0f8f602f7bef543d9d \
+    --hash=sha256:e4b018dc5a0eee4676e38fe84a47a427816c590b93b55d9025274ec4d6ffc2dc \
+    --hash=sha256:e6621fb2a4988d6e53eedc455e5903e2679f3967b8acb3d639f1b63c14a2e893 \
+    --hash=sha256:e71c909f353863b2b89c83de2ebed71ea6d0df8a6ef65a128193c5e650766bef \
+    --hash=sha256:e90251c0c7bdd54a100a0dce3c07b7e637278c93af29dbf78ebb89a58c4bac7d \
+    --hash=sha256:e9fbdce1e47394b09bc9f26ab117dfc8d6491977a11d86f592bb42c779db2fda \
+    --hash=sha256:eb12fb2ba69ffa05f8695f61c69e591dc4b4a12ac3757ac8af8adb259bf56d17 \
+    --hash=sha256:eda059b6bc8bc0812d626fd91a7ce01bf583df0a61296eff390fd94141a34e30 \
+    --hash=sha256:f03ac127268b43ef4fe9e6ab6794a6794b49485a0cc0c1db79876d2f33f75bc7 \
+    --hash=sha256:f298e218441525d3794428b4c8b8fb8662c6d3ea79925d4807ee6b9a96a3bca5 \
+    --hash=sha256:f5542f9b941279d82d41eb0aa9f98eba36fe4df5c7086c651df7944935b37182 \
+    --hash=sha256:f6f7deae3feb4edfa2efaf7c574fe88cbf055038a6abdb40188e4fff66d5699f \
+    --hash=sha256:f9b1e28d0e8dbfa858abdba91d6b547beaf2df1a59bec6da6faae7b96a4991a9 \
+    --hash=sha256:f9f8405c2c758532c74fed975dbee57be1f31a6e865c031870c79a6ed3212ada \
+    --hash=sha256:fa48b1b63d639f9483e0633e092f5851e2348c352f1f9bb6c8182f87884ef876 \
+    --hash=sha256:fb78f6e7fcd8ad785d28cd577168bc1aaee827b25bb8755638f694794ea98f0a \
+    --hash=sha256:fbc597639158fd7c14d55e808718848319540f51b0e6746e3eefa59723a4a348 \
+    --hash=sha256:fce8cbd4997efeb450bd298b54f755dcdff18d496f7a5ddbb4867c6d7c88fdc3 \
+    --hash=sha256:fd0350afdc3aabd5576f60ea109228bd5538139713c7b094c5cd27c73a98bc6f \
+    --hash=sha256:fd0a274c0e5f9a21565cd9d3dd749b61f96b7aa1e20a93aa1ba4029518f2e5c0 \
+    --hash=sha256:fdb8a068947befafba9952162645dc2fecaeb400e64584829ed5e9b2fbe21a7f
    # via requests
 click==8.4.2 \
    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
@@ -2621,141 +2621,183 @@ loguru==0.7.3 \
    # via
    #   semantica (pyproject.toml)
    #   fastembed
-lxml==6.1.1 \
-    --hash=sha256:05a82eb6e1530a64f26225b55cbd178113bd0b5af1c2b625f25e5296742c26d2 \
-    --hash=sha256:07a4a68e286ee7a1ed7dfb8af83e615757c0ccfe9f18c6b4ea6771388d9ba8c9 \
-    --hash=sha256:09dd5b7075dc2f7709654a46543ba1ea3c2e217b2ed8fbd413a8a945a0f40f60 \
-    --hash=sha256:0b7e8a14c8634bf6f7a568634cb395305a6d964aeb5b7ee32248094bed3a7e2c \
-    --hash=sha256:104c09bda8d2a562824c0e319d0768ce26a779b7601e0931d33b09b53c392ef7 \
-    --hash=sha256:126c93f7f56f0eda92f6d8c619edc463a4f23d9252f1c9d0405a76f25fa9f11a \
-    --hash=sha256:162af1091cd785f2f27e62d3547ae9bc58ec5c86dd314d67021fd02463708d83 \
-    --hash=sha256:17e0e18d4ad8adbd0399291bc44845b69d9dd68439a3cdebdf35ff902ec05072 \
-    --hash=sha256:18b73c339ae29b90fd2d06e58ebd555a751bde9cd6bbd36cc0281b9a2c94e9d8 \
-    --hash=sha256:19607c6bbff2a44cf3fe8250abccd20942d3462473e0a721d01d379ed017e462 \
-    --hash=sha256:19b7ab10b210b0b3ad7985d9ac4eb66ab09a90b20fe6e2f7ba55d01a234345d0 \
-    --hash=sha256:1d4962d4c66bf830a7e59ed6cfc17d148149898a3aefa8ec6e59763e6e3ed085 \
-    --hash=sha256:1db753c9115ec7100d073b744d17e25e88a8f90f5c39b2f5dd878149af59671f \
-    --hash=sha256:1dde6131244bba38a17c745836ba190bc753fd73c9291666287fd0a3fa3dcf30 \
-    --hash=sha256:25c6997a9a534e016695a0ba06b2f07945de682731ff01065b6d5a4474179da1 \
-    --hash=sha256:26e6eda8d38c1fcab1090dd196ee87cbd13788e531937610e2589085de074e77 \
-    --hash=sha256:27acc820660aaffa4f7c087f29120e12980f7779d56d8492d263170111284740 \
-    --hash=sha256:2a0217714657e023ef4293500f65aa20fce6164c8fd6b08fa5bd4a859fb14b9b \
-    --hash=sha256:2c8daa471358dc2d6fcf02165e80ec68f77871a286df95bc5cc3816153b0fd2c \
-    --hash=sha256:30a89d3ac8faec007453fb541f3f46807eeec88edd5826f6e3fe001752a2c621 \
-    --hash=sha256:31033dc34636ea6b7d5cc11b1ddbda78a14de858ba9d3e1ed4b69a3085bc521e \
-    --hash=sha256:32ab449a5486f6c758e849bb86710d0e45edc24a04e250c01555f8f5653958f8 \
-    --hash=sha256:3483644525531e1d5762b0c44a8e18b6efba321b6dcf8a8952de10b037618bca \
-    --hash=sha256:34c2d737beabfe35baada43941ed519251e9a12e779031496bcd5d539fcfd730 \
-    --hash=sha256:3779def59032b81e44a5f70096ef6bf2082f8d901937dca354474ba09782e245 \
-    --hash=sha256:37a58976370f36d9329d118ad0b953c5aeb9119ac9c6a4e258942a225d0573a1 \
-    --hash=sha256:3893c14c4b6ac5b2d54ba8cf03e99fe5104e592de491f19bd6b82756c09f8004 \
-    --hash=sha256:3a12689be69a28ddaa0ab99a5a1137da2afd5f8f16df7b5680b66f616d3eda1d \
-    --hash=sha256:3ab541146f1f6968c462d6c2ac495148e8cdba2f8347700b2141b6ec5a75bf52 \
-    --hash=sha256:3abf332af33a74288675d936fe861fd4344da0dd6622193fbc4f2bfbb35536b5 \
-    --hash=sha256:3fd9728a2735fda14f4e8235830c86b539e9661e849665bf926d3f867943b4bf \
-    --hash=sha256:424aa57aca0897eb922aef34395bd1289b3b6f04e6bae20ea123c0c7e333cffc \
-    --hash=sha256:441dd227fa0690eb9fc81edabc63cdcefc212bba99b906dcf6e32cc1a9d3e533 \
-    --hash=sha256:469e3618338bd7ab5beb412d2439825479fcf0dab99e394ca563dbc4eaf6c834 \
-    --hash=sha256:47402e62c52ff5988c1e8c6c63177f5708bccf48e366dea4e3dcf1e645e04947 \
-    --hash=sha256:4f0dd2f01f9f8a89f565d000e03abcf0a13d692a346c8d22f628d49af098777a \
-    --hash=sha256:53b7d2b7a10b1c35c0a5e21e9224accf60c1bbfba523990732e521b2b73adef2 \
-    --hash=sha256:53c909b62a0532183542fed00c5a7218258c56292d409bc789886fe1cb04c438 \
-    --hash=sha256:54a7f95e4de5fb94e2f9f4b9055c6ba33bf3d628fd77a1d647c5923caa2cdcdc \
-    --hash=sha256:556e94a63c9b04716f8e4de2abb65775061f846e89331b6c5be79183a24f98ea \
-    --hash=sha256:55b03549819867ea141c0202242c4816c82e52ec36e7e648db9d8da5a3dc3ed6 \
-    --hash=sha256:581d4c8ae690a6609e64862dd6b7c2489635c2d13907fc2b20f2bc200ff1d21e \
-    --hash=sha256:58bb955caba94e467d2a96da17660d2d704e0675894cba21ab8a775b8621fd1c \
-    --hash=sha256:5b7328b46d49fc9477d91ae8f6d55340347d827b7734ba3ea33faae0efef1383 \
-    --hash=sha256:5ba186ad207446c65d3bb3d3e0412b032b1d9f595e59861e2354798c5703d955 \
-    --hash=sha256:5bec7d03d78d853597d6107854c2310ce3f761fd218fe9fe91d5101fcf6c2efe \
-    --hash=sha256:5c6bf403fbb3b3e348a561a5f4f0b9961835657981c802a1df03653eef8a9074 \
-    --hash=sha256:5f6994074ebae6ffb04447268e37dc16edc304f9859cf91acb86e0af6c1b395c \
-    --hash=sha256:62aeb7e85b5d60320b9d77eef2e773994e2c0ce10121b277e0a19804e1654a5a \
-    --hash=sha256:63876be28efefa04a1df615b46770e82042cce445cfdce55160522f57b231ccb \
-    --hash=sha256:639f6c857d91d9be29bd7502348d6736dab168b54b5158cd899abf11684dc186 \
-    --hash=sha256:640f97d43d867bcb9c75b3af013b64850756b746cb6bce8ace83b70da3abba9d \
-    --hash=sha256:649dda677cf3bd6ac9ae14007ba0c824ded8ce5808b53fc7431d9140399118c1 \
-    --hash=sha256:6540377fbd53fe1b629172288c464fb18db11ce1fa7dc15891da10aa9dcc3e7f \
-    --hash=sha256:6689e828a94eee4f139408c337bb198e014724bb8a8c26d3cfac49d119ed69a6 \
-    --hash=sha256:68a9198d0fc122d14bb76837de9aa80cf84caed990b5b237f532ed87d3706736 \
-    --hash=sha256:6b1761fbf9ec984e2e9d9c589ef5f5fd684b7c19f92aadd567a26c5224958db6 \
-    --hash=sha256:70cdfd80589d59e43e18005dd7244e8895e93db8ab6a620b7e23df5445a4e3d2 \
-    --hash=sha256:70ef8a7e102a1508f8121aae5b0867abd663f72c14f0a9c937e6554cb4587b7b \
-    --hash=sha256:73bc2086f141224ebddb7fc5c6a36ca58b31b94b561e1dfe8e073e3270fad1e7 \
-    --hash=sha256:74a9717fd0d82effef5c2854f0d917231d5324b5a3eb7275c43ac9fa32f97a14 \
-    --hash=sha256:752d3bbfe874715ccd0aec7f88d7fc623c0f1fd7aa7b3238a084e017bad2a009 \
-    --hash=sha256:762ff394d5bd56da0cf034a23dcce4e13923f15321a2adfa2ac00201dc6d3fca \
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+    --hash=sha256:84a2a46b93b789d8acb44cfcb3d967ce9dbe29884ddb93fbb1a33f0e0c8fcd86 \
+    --hash=sha256:8512b3775d68994dd1d6d533161e0a214f2ad9c634659d34a99c98e86c6c3d68 \
+    --hash=sha256:85690cfc8ed54c4292e36a08bcf984dde7957e653fd6d94f59184244bcc35843 \
+    --hash=sha256:86d93dc3882c283e9aa2124d7d2b50c85579485216a2b3b7f91ba479e31a128f \
+    --hash=sha256:87534cec6ea325435e4adf2326b0cf3110eee9a47abf73652eb155db639c08c6 \
+    --hash=sha256:878e7c8ada8f92c52f13f35a2ab98ef0adf7fd0211d164fc2af589e4c3cfed63 \
+    --hash=sha256:87e9673cd8a3445024fe38e7f91b55fa3428437eec9b7a7ff7d81979520c0d2d \
+    --hash=sha256:8807998c1023d1e9d60e02500f90e85a0752dbc0b670989806bba87b82dd5b42 \
+    --hash=sha256:8b68f2548259bb04e0b3d5df0c397abe8b0080f5e1ffe4019fb7a8bf01a9339e \
+    --hash=sha256:8e613018a5ac66de7abaf1acaae0d7af37a5e1b9bf1ae190a1198b0fdb988ad8 \
+    --hash=sha256:8ec111ff8067325f85c08aa9c2b26179ec0537bb89c003fde31127139f85f82d \
+    --hash=sha256:8ffb17ec0a8bae18b6628ae40b0896eb264dd285e39a0faa864965c00933b64c \
+    --hash=sha256:9031f5f01452681abf39fdd65f84a70cb01a7572a1bbf570042e826b1232d07b \
+    --hash=sha256:9088da25ecd609965f838d89fda0465a905b48f4dd90331db9845518f2177372 \
+    --hash=sha256:9221442682c27417f10fe11184ea4cce174b25ab52465570b1f3ee3f85f320fa \
+    --hash=sha256:927f3e1d04dc0906265fc0416c13500363e42cd683bbb8d46911c79b73d26800 \
+    --hash=sha256:92c2b366028ac01e90399e6d17734ce6e4f4aeddd8ba75fbaf80ea11d6c6d645 \
+    --hash=sha256:94162456ed0a64fb1c06915df5bd06af4675ae3966d6048fcb73b0906e0e0222 \
+    --hash=sha256:9429d2371d406344ed1da5b5686d9412e74137c07b0171278368ff704f470ed5 \
+    --hash=sha256:9477e14217c212e6023c994a71a1a349db19b0e10fd5bf189666b281ae63b1fd \
+    --hash=sha256:962c12b51d0b164f12569af225dea57568477e24a845b96eaccbef6c07e4cc03 \
+    --hash=sha256:9b52ea73a37fc64aa3357ff8607801d46dd170506d3cf8253a91a1d91639d4f9 \
+    --hash=sha256:9bdc2db9e04538f917bba0242920764dd740649d8df58700d6d687ead4429429 \
+    --hash=sha256:a02164a8cd3e2dc028918e51af844c934c7a24a0b8f4064368360aa14ad1aac4 \
+    --hash=sha256:a2b7fe53abced1fe8bd984a9ab3c8c98bc093ec4f9f543089a8817a493818208 \
+    --hash=sha256:a5005c0c9e4d749a76a2ff8bd5918a8bb248df8e08e73a55654b9f79c9cd1e2b \
+    --hash=sha256:a7fd1dd6faa3df9dcd8f1765237362cd885ca62cdf77a7c5f5ea383ae5b6048b \
+    --hash=sha256:a8326e24ae6c3a6bfb03fa8b4793f9a5d804c125228aa067f652b0428e31b87c \
+    --hash=sha256:aa224ecc613d411690aa650dbf01daafbe385cd6c67145e80bc5fc01b3a71469 \
+    --hash=sha256:adbecbfe44a497c742792457b1c27300617967c18c3934d2416023eba8d8c553 \
+    --hash=sha256:ae520f189895c5dd7eeb2b7a372d464da6f4a1ba1d0ecb741b1d4fe4c1f699ac \
+    --hash=sha256:aea814342f6afd20d832937ff8b333cd6506428a39c0c4c70c2380aab1887bfb \
+    --hash=sha256:aebcc6b184c935e1f7091c09124cfe5107b7c2253894ba23ad646828c17e4c3b \
+    --hash=sha256:af6585a466cee2c5a524f7fffc591844bd604a29fdd9cade964f548512b5ef7e \
+    --hash=sha256:b1c0d2dde8a50520efc51644587f0fc4810e3af7d3e029d7af0be93bf39e2b5c \
+    --hash=sha256:b20440e578d269c5e8a722ab602ddd0f0cedb8b080006b3f936da9991a593d3b \
+    --hash=sha256:b28842b30c4bc2e6afe137d98a5d2071a62589471e76d053bea55b0e53298af9 \
+    --hash=sha256:b3ca02ef3b5920b88119c82eb6badfb2d082b1f681d528a856dcce17c8706da8 \
+    --hash=sha256:b3db5497af55f7a557c95265dd3b91c75dc56364a7b59f258c45fa5576dce058 \
+    --hash=sha256:b631174cd2e4d9f8a94ef17f911c6ded10ede93b5e7860dee7bbf85961d321e9 \
+    --hash=sha256:b7233a987a101bdf79059014130262a01339094a0a709f175162542f33b55d4e \
+    --hash=sha256:b97153ca609b434b712ddfb92cd6af101a7045a7724c542258bd4727a344472f \
+    --hash=sha256:ba0dfead73be5be9ad0b7fbf9f31ff29c1b1eae858816dfc8d85099d6e4af0d6 \
+    --hash=sha256:ba58574d710b82ead7cbedea01cac3e110bc3ef82d4731519b74a2c11f7cf5e9 \
+    --hash=sha256:be365ce8d2d411cf2fb573747684b4fd470fa6224e0094d9d5a21155acc369d3 \
+    --hash=sha256:be6f87cd224254a8f81324e34cc655508b83f1d70458a1a39857ad2aa9925852 \
+    --hash=sha256:bfcbee8ffff4188f4c6d97eceeff36d8eb983cf838933cbc12ce5f5dd51476c6 \
+    --hash=sha256:c0edde95e4b4278dcc0175eda06dc8aa2631ad9f83ae5dbdbc4f0925e200b0b0 \
+    --hash=sha256:c20fa05d128c463209ef5323ebf33ee1cac6d87cdc3933fd789fd3c101017c8e \
+    --hash=sha256:c470d192e27f97842a068cf12a1c1296b20ca716c56a9249715c6654bc192d19 \
+    --hash=sha256:c67f3c1278f942e97d8665c2a690324aaea5137de16f056583a21f0ac706177f \
+    --hash=sha256:cb0cf498efa3204621b3c5576f0accd80ad2ee85575f1cae5d2f98de32c8d9cc \
+    --hash=sha256:cdd35422de747237f451e821766e2b6be3dd2c31955c1ecd7f17984c5b9bb62d \
+    --hash=sha256:cde6b8db7d2e5135129eb5e74b7b44dd2053aa767cd5023541fccedddc262453 \
+    --hash=sha256:ceafa5e0536c62a5cd9f65327fa0b57d6f0b0e3435daf2c98a78d0dde7ecbae1 \
+    --hash=sha256:cfeac14425fc7a6fca7864b774d4ee63547926158f4a18c67d77b2c9a948acf1 \
+    --hash=sha256:d0bfd719c254bbe60ea022cff0e6ffb799a6fa7d4d72852cebe0257957b32d68 \
+    --hash=sha256:d117f39b28ab8a330a74abdbe61c2255b51973b238db25fd6c2448de1eb2a02d \
+    --hash=sha256:d3e97ac4353cca3fbbfa829bc0c6a913771573d1c6d46932d4335c46f2b7796a \
+    --hash=sha256:d50a44113fe6800dcc8a859332b823a4735b1e6ae1b0063882e4cca569ec3e29 \
+    --hash=sha256:d858e718b94033ab4b67e4a58fe3114c65bae01ae2314a62fb39ae8897ed4324 \
+    --hash=sha256:d86130d70a2557cdf825dffc56255f1f16b83a7bbeab677b4cd040c4c53d8c52 \
+    --hash=sha256:da6a4f55f0e3308c07354b1ee239c5550afc212f81629a6067db505ace3b667a \
+    --hash=sha256:dd7ea3fa47154b9fff90591b961e41b3718bd7fcd5bc2d9bb47e9845c8ace088 \
+    --hash=sha256:e062f5ac1255dfa6c98e3e3863ec18bc79d0947d22d08921a3ca60cee40559fd \
+    --hash=sha256:e17e2c30e27f56da5551e7a425888b45f013e940b99ab07d125a1c33f77a4605 \
+    --hash=sha256:e7269cc410f3cdf84a66914fc0ef54b1618115c87fb4f9a59a05c5dfc23bece1 \
+    --hash=sha256:e8b9a92652e75e7731309ea51db5dee892eef414ce70a6ec3441e5d36bf5189f \
+    --hash=sha256:e8dc3d29f2ed2bbf24c205a86326d6681230ace55abfb3f9d5230f42078ad63d \
+    --hash=sha256:e92e4419cad18d60b14bf18b82152fbae67f4b1128be7d73b172df275554f5d9 \
+    --hash=sha256:ec8d09f460fdeb65f9ead9b75941e312def4bcbb23e1f951b7def061eb99501d \
+    --hash=sha256:ee23f6599682bd4d48bb757c0633e78774eedfb65a7e52851f9ad182eeeb625e \
+    --hash=sha256:ee7410c98222070fd717ad881ee2a80cc11826b7001b9a5a807155d8918bfc7a \
+    --hash=sha256:ef0b8ba6e13597f681b2b4924ca9c4e8c88420bf0e21d9a9006c757f2fc39d1f \
+    --hash=sha256:eff128ffdc093cc6317955934ad9751105d37ed8dbca3ff4ccd751af6be37185 \
+    --hash=sha256:f16a407766bac51c65d605b06d900821751a79aa20e12185f273f14a17180e7b \
+    --hash=sha256:f86e23ed610727a7f025ebbff788f22a7956d3f1b24a25bb1d9286fc7b7642b0 \
+    --hash=sha256:f8b89b3be75a37509602b03f9cfa1a28298d4eed4625748148307aeb907901b7 \
+    --hash=sha256:f93bc5e25992f5545709000d840c6cafdbd022781a7a0ed79d58a5633733a4e8 \
+    --hash=sha256:fa813b0247d0543a563b993ac3dba6168eef59e3a61448432cf5453300c2412b \
+    --hash=sha256:feda2ef68c339987dfb370af3a4b785dbc40f925723fe2365e68e43c2640f85a
    # via
    #   semantica (pyproject.toml)
    #   doclang
@@ -1039,6 +1039,6 @@ manager = TemporalVersionManager(storage_path="large_data.db")
 ## Support

 For questions or issues:
- GitHub Issues: https://github.com/Hawksight-AI/semantica/issues
+- GitHub Issues: https://github.com/semantica-agi/semantica/issues
 - Documentation: https://semantica.readthedocs.io
 - Community: https://discord.gg/sV34vps5hH
@@ -157,7 +157,7 @@ class TestNotebook02DataIngestion:
        repo_ingestor = RepoIngestor()
        with patch.object(repo_ingestor, 'ingest_repository') as mock_ingest:
            mock_ingest.return_value = {'name': 'semantica'}
-            repo_data = repo_ingestor.ingest_repository("https://github.com/Hawksight-AI/semantica.git")
+            repo_data = repo_ingestor.ingest_repository("https://github.com/semantica-agi/semantica.git")
            assert repo_data['name'] == 'semantica'

    def test_07_email_ingestion(self):